Md Mahmudur Rahman

49 papers A 2B 2C 7Journal 12Unranked 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA.
CoRR
Ojonugwa Oluwafemi Ejiga Peter, Md Mahmudur Rahman, Fahmi Khalifa
2025 J jnl
Explainable MRI-Based Ensemble Learnable Architecture for Alzheimer's Disease Detection.
Algorithms
Opeyemi Taiwo Adeniran, Blessing Ojeme, Temitope Ezekiel Ajibola, Ojonugwa Oluwafemi Ejiga Peter, Abiola Olayinka Ajala, Md Mahmudur Rahman, Fahmi Khalifa
2025 — conf
Modality-Guided Radiology Caption Prediction with small Vision-Language Models and image classifier.
CLEF (Working Notes)
Raisa Nusrat Chowdhury, Mahmudul Hoque, Md. Rakibul Hasan, Ojonugwa Oluwafemi Ejiga Peter, Md Mahmudur Rahman
2025 — conf
Solving Medical Data Limitations Through AI: Multi-Modal Vision-Language Learning for Gastrointestinal VQA and Synthetic Training Data Generation.
CLEF (Working Notes)
Ojonugwa Oluwafemi Ejiga Peter, Mahmudul Hoque, Ejiga Frederick Akor, Raisa Nusrat Chowdhury, Abdullahi Umar, Md Mahmudur Rahman
2025 J jnl
Synthetic Data-Driven Multi-Architecture Framework for Automated Polyp Segmentation Through Integrated Detection and Mask Generation.
CoRR
Ojonugwa Oluwafemi Ejiga Peter, Akingbola Oluwapemiisin, Amalahu Chetachi, Opeyemi Taiwo Adeniran, Fahmi Khalifa, Md Mahmudur Rahman
2025 J jnl
Text-Guided Synthesis in Medical Multimedia Retrieval: A Framework for Enhanced Colonoscopy Image Classification and Segmentation.
Algorithms
Ojonugwa Oluwafemi Ejiga Peter, Opeyemi Taiwo Adeniran, Adetokunbo M. John-Otumu, Fahmi Khalifa, Md Mahmudur Rahman
2025 J jnl
The role of AI for improved management of breast cancer: Enhanced diagnosis and health disparity mitigation.
Comput. Methods Programs Biomed.
Oluwatunmise Akinniyi, Jose Dixon, Joseph Aina, Francesca Weaks, Gehad A. Saleh, Md Mahmudur Rahman, Timothy J. Meeker, Hari Trivedi, Judy Wawira Gichoya, Fahmi Khalifa
2024 J jnl
A Hybrid Learning-Architecture for Improved Brain Tumor Recognition.
Algorithms
Jose Dixon, Oluwatunmise Akinniyi, Abeer Abdelhamid, Gehad A. Saleh, Md Mahmudur Rahman, Fahmi Khalifa
2024 J jnl
A Hybrid Learning-Architecture for Mental Disorder Detection Using Emotion Recognition.
IEEE Access
Joseph Aina, Oluwatunmise Akinniyi, Md Mahmudur Rahman, Valerie Odero-Marah, Fahmi Khalifa
2024 — conf
Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA.
CLEF (Working Notes)
Ojonugwa Oluwafemi Ejiga Peter, Md Mahmudur Rahman, Fahmi Khalifa
2024 — conf
Fingerprint Identification of Generative Models Using a MultiFormer Ensemble Approach.
CLEF (Working Notes)
Md. Ismail Siddiqi Emon, Mahmudul Hoque, Md. Rakibul Hasan, Fahmi Khalifa, Md Mahmudur Rahman
2024 — conf
Image and Text Feature Based Multimodal Learning for Multi-Label Classification of Radiology Images in Biomedical Literature.
BIOSTEC (2)
Md. Rakibul Hasan, Md. Rafsan Jani, Md Mahmudur Rahman
2024 — conf
Medical Image Interpretation with Large Multimodal Models.
CLEF (Working Notes)
Mahmudul Hoque, Md. Rakibul Hasan, Md. Ismail Siddiqi Emon, Fahmi Khalifa, Md Mahmudur Rahman
2023 — conf
Concept Detection and Caption Prediction in ImageCLEFmedical Caption 2023 with Convolutional Neural Networks, Vision and Text-to-Text Transfer Transformers.
CLEF (Working Notes)
Md. Rakibul Hasan, Oyebisi Layode, Md Mahmudur Rahman
2023 C conf
Ensemble and Transformer Models for Infectious Disease Prediction.
BIBE
Blessing Isoyiza Adeika, Joseph Aina, Temileye Ibirinde, Tijesunimi Adeyemi, Md Mahmudur Rahman, Saroj Pramanik
2023 B conf
Multi-Classification of Retinal Diseases Using a Pyramidal Ensemble Deep Framework.
ICIP
Oluwatunmise Akinniyi, Imran Razzak, Md Mahmudur Rahman, Harpal Sandhu, Ayman El-Baz, Fahmi Khalifa
2022 — conf
CS_Morgan at ImageCLEFmedical 2022 Caption Task: Deep Learning Based Multi-Label Classification and Transformers for Concept Detection & Caption Prediction.
CLEF (Working Notes)
Md Mahmudur Rahman, Oyebisi Layode
2022 — conf
Initial Impact of Evidence-Based and Experiment-Focused Teaching Approach in a Computer Architecture Course in Computer Science.
CSCI
Md Mahmudur Rahman, Opeyemi Taiwo Adeniran, Neda Bazyar Shourabi, Oludare Owolabi
2020 C conf
An Effective Approach to Teach an Introductory Computer Science Course with Computational Thinking and Flow-Chart Based Visual Programming.
FIE
Md Mahmudur Rahman, Monir H. Sharker, Roshan Paudel
2020 A conf
Impact of Infusing Interactive and Collaborative Learning in Teaching Introductory Programming in a Dynamic Class.
SIGCSE
Md Mahmudur Rahman, Monir H. Sharker, Roshan Paudel
2020 — conf
Multi-Label and Cross-Modal Based Concept Detection in Biomedical Images by MORGAN_CS at ImageCLEF2020.
CLEF (Working Notes)
Oyebisi Layode, Md Mahmudur Rahman
2019 — conf
Deep Learning Based Integrated Classification and Image Retrieval System for Early Skin Cancer Detection.
AIPR
Oyebisi Layode, Tasmeer Alam, Md Mahmudur Rahman
2019 C conf
Effects of Infusing Interactive and Collaborative Learning to Teach an Introductory Programming Course.
FIE
Md Mahmudur Rahman, Roshan Paudel, Monir H. Sharker
2018 A conf
Infusing Visual Programming and Interactive Learning to Teach an Introductory Programming Course with Positive Learning Outcomes: (Abstract Only).
SIGCSE
Md Mahmudur Rahman
2018 C conf
Visual Programming and Interactive Learning Based Dynamic Instructional Approaches to Teach an Introductory Programming Course.
FIE
Md Mahmudur Rahman, Roshan Paudel
2017 — conf
Automated melanoma recognition in dermoscopic images based on extreme learning machine (ELM).
Computer-Aided Diagnosis
Md Mahmudur Rahman, Nuh Alpaslan
2016 J jnl
A soft image representation approach by exploiting local neighborhood structure of self-organizing map (SOM).
Soft Comput.
Md Mahmudur Rahman
2016 — conf
Developing a retrieval based diagnostic aid for automated melanoma recognition of dermoscopic images.
AIPR
Md Mahmudur Rahman, Nuh Alpaslan, Prabir Bhattacharya
2010 J jnl
An integrated and interactive decision support system for automated melanoma recognition of dermoscopic images.
Comput. Medical Imaging Graph.
Md Mahmudur Rahman, Prabir Bhattacharya
2010 — conf
Retrieval and classification of ultrasound images of ovarian cysts combining texture features and histogram moments.
ISBI
Abu Sayeed Md. Sohail, Md Mahmudur Rahman, Prabir Bhattacharya, Srinivasan Krishnamurthy, Sudhir P. Mudur
2009 J jnl
A unified image retrieval framework on local visual and semantic concept-based feature spaces.
J. Vis. Commun. Image Represent.
Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai
2009 — conf
Image retrieval with automatic query expansion based on local analysis in a semantical concept feature space.
CIVR
Md Mahmudur Rahman, Prabir Bhattacharya
2008 C conf
A multiple expert-based melanoma recognition system for dermoscopic images of pigmented skin lesions.
BIBE
Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai
2008 J jnl
Medical image retrieval with probabilistic multi-class support vector machine classifiers and adaptive similarity fusion.
Comput. Medical Imaging Graph.
Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya
2007 J jnl
A Framework for Medical Image Retrieval Using Machine Learning and Statistical Similarity Matching Techniques With Relevance Feedback.
IEEE Trans. Inf. Technol. Biomed.
Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai
2007 — conf
An Interactive and Dynamic Fusion-Based Image Retrieval Approach by CINDI.
CLEF
Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya
2007 — conf
Cross-Modal Interaction and Integration with Relevance Feedback for Medical Image Retrieval.
MMM (1)
Md Mahmudur Rahman, Varun Sood, Bipin C. Desai, Prabir Bhattacharya
2007 — conf
Multi-Modal Interactive Approach to ImageCLEF 2007 Photographic and Medical Retrieval Tasks by CINDI.
CLEF (Working Notes)
Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya
2006 C conf
A Feature Level Fusion in Similarity Matching to Content-Based Image Retrieval.
FUSION
Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya
2006 — conf
CINDI at ImageCLEF 2006: Image Retrieval & Annotation Tasks for the General Photographic and Medical Image Collections.
CLEF
Md Mahmudur Rahman, Varun Sood, Bipin C. Desai, Prabir Bhattacharya
2006 — conf
CINDI at ImageCLEF 2006: Image Retrieval & Annotation Tasks for the General Photographic and Medical Image Collections.
CLEF (Working Notes)
Md Mahmudur Rahman, Varun Sood, Bipin C. Desai, Prabir Bhattacharya
2006 — conf
Image Representation and Retrieval Using Support Vector Machine and Fuzzy C-means Clustering Based Semantical Spaces.
ICPR (1)
Prabir Bhattacharya, Md Mahmudur Rahman, Bipin C. Desai
2006 — conf
Image Representation and Retrieval Using Support Vector Machine and Fuzzy C-means Clustering Based Semantical Spaces.
ICPR (2)
Prabir Bhattacharya, Md Mahmudur Rahman, Bipin C. Desai
2006 B conf
Image Retrieval-Based Decision Support System for Dermatoscopic Images.
CBMS
Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya
2006 C conf
Visual Keyword-based Image Retrieval using Latent Semantic Indexing, Correlation-enhanced Similarity Matching and Query Expansion in Inverted Index.
IDEAS
Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya
2005 — conf
Probabilistic Similarity Measures in Image Databases with SVM Based Categorization and Relevance Feedback.
ICIAR
Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai
2005 — conf
Similarity Searching in Image Retrieval with Statistical Distance Measures and Supervised Learning.
ICAPR (1)
Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai
2005 — conf
Supervised Machine Learning Based Medical Image Annotation and Retrieval in ImageCLEFmed 2005.
CLEF
Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya
2005 — conf
Supervised Machine Learning based Medical Image Annotation and Retrieval.
CLEF (Working Notes)
Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya